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Xingbo Fu
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Year
Federated Graph Machine Learning: A Survey of Concepts, Techniques, and Applications
X Fu, B Zhang, Y Dong, C Chen, J Li
ACM SIGKDD Explorations Newsletter 24 (2), 32-47, 2022
732022
Spatiotemporal Attention Networks for Wind Power Forecasting
X Fu, F Gao, J Wu, X Wei, F Duan
2019 International Conference on Data Mining Workshops (ICDMW), 149-154, 2019
402019
Federated Few-shot Learning
S Wang, X Fu, K Ding, C Chen, H Chen, J Li
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data, 2023
232023
When do drivers concentrate? Attention-based driver behavior modeling with deep reinforcement learning
X Fu, F Gao, J Wu
arXiv preprint arXiv:2002.11385, 2020
222020
Safety in Graph Machine Learning: Threats and Safeguards
S Wang, Y Dong, B Zhang, Z Chen, X Fu, Y He, C Shen, C Zhang, ...
arXiv preprint arXiv:2405.11034, 2024
92024
Hybrid Features based k-means clustering algorithm for use in electricity customer load pattern analysis
P Liu, C Yang, J Wu, X Fu, R Huang, Y Huang, F Fei
2018 37th Chinese Control Conference (CCC), 8851-8857, 2018
72018
Spatial-Temporal Networks for Antibiogram Pattern Prediction
X Fu, C Chen, Y Dong, A Vullikanti, E Klein, G Madden, J Li
2023 IEEE 11th International Conference on Healthcare Informatics (ICHI …, 2023
52023
Federated graph learning with structure proxy alignment
X Fu, Z Chen, B Zhang, C Chen, J Li
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024
32024
Online Clustering based Fault Data Detection Method for Distributed PV Sites
S Wang, F Gao, J Wu, C Zheng, X Fu, F Duan
2020 39th Chinese Control Conference (CCC), 4341-4346, 2020
32020
A simulation method of solar irradiance data based on feature clustering and markov transition probability matrix
X Fu, F Gao, J Wu, X Guan, X Li, P Liu, P Li
2018 13th World Congress on Intelligent Control and Automation (WCICA), 1741 …, 2018
32018
Wind power capacity planning in enterprise's microgrid based on approximation expectation of operation cost
Y Zhou, Q Zhai, X Fu, X Guan, F Gao, J Wu, Z Xu
2019 IEEE Power & Energy Society General Meeting (PESGM), 1-5, 2019
22019
Federated Graph Learning with Graphless Clients
X Fu, S Wang, Y Dong, B Zhang, C Chen, J Li
Transactions on Machine Learning Research (TMLR), 2024
12024
Virtual Nodes Can Help: Tackling Distribution Shifts in Federated Graph Learning
X Fu, Z Chen, Y He, S Wang, B Zhang, C Chen, J Li
arXiv preprint arXiv:2412.19229, 2024
2024
A Simulation Approach to Multi-station Solar Irradiance Data Considering Temporal Correlations
X Fu, F Gao, J Wu, R Huang, Y Huang, F Fei
2019 IEEE Innovative Smart Grid Technologies-Asia (ISGT Asia), 4215-4220, 2019
2019
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